{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "ff35782f",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "import seaborn as sns\n",
    "import matplotlib.pyplot as plt\n",
    "import matplotlib.patches as mpatches\n",
    "from matplotlib.lines import Line2D\n",
    "import numpy as np\n",
    "import datetime\n",
    "from datetime import date, timedelta"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "ee37eee0",
   "metadata": {},
   "outputs": [],
   "source": [
    "url_cases = 'https://raw.githubusercontent.com/MoH-Malaysia/covid19-public/main/epidemic/cases_state.csv'\n",
    "\n",
    "shortstate = {\n",
    "'Johor': 'JHR',\n",
    "'Kedah': 'KDH',\n",
    "'Kelantan': 'KTN',\n",
    "'Melaka': 'MLK',\n",
    "'Negeri Sembilan': 'NSN',\n",
    "'Pahang': 'PHG',\n",
    "'Perak': 'PRK',\n",
    "'Perlis': 'PLS',\n",
    "'Pulau Pinang': 'PNG',\n",
    "'Sabah': 'SBH',\n",
    "'Sarawak': 'SWK',\n",
    "'Selangor': 'SEL',\n",
    "'Terengganu': 'TRG',\n",
    "'Sel & WP': 'GKV',\n",
    "'W.P. Kuala Lumpur': 'WPKL',\n",
    "'W.P. Labuan': 'LBN',\n",
    "'W.P. Putrajaya': 'WPP'\n",
    "}\n",
    "\n",
    "mergeKV = {'Selangor': 'Sel & WP', 'W.P. Kuala Lumpur': 'Sel & WP', 'W.P. Putrajaya': 'Sel & WP'}\n",
    "\n",
    "def dfIsComplete(df):\n",
    "    odf = df.copy()\n",
    "    dff = df.groupby(['date', 'state']) \\\n",
    "        .sum() \\\n",
    "        .unstack(fill_value=0) \\\n",
    "        .asfreq('D', fill_value=0) \\\n",
    "        .stack() \\\n",
    "        .sort_index(level=1) \\\n",
    "        .reset_index() \\\n",
    "        .sort_values(by=['date', 'state'])\n",
    "    dff.date = dff.date.dt.date\n",
    "\n",
    "    assert len(odf) == len(dff)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "33a27345",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>date</th>\n",
       "      <th>state</th>\n",
       "      <th>cases_new</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>7200</th>\n",
       "      <td>2021-04-19</td>\n",
       "      <td>Johor</td>\n",
       "      <td>115</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7201</th>\n",
       "      <td>2021-04-19</td>\n",
       "      <td>Kedah</td>\n",
       "      <td>48</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7202</th>\n",
       "      <td>2021-04-19</td>\n",
       "      <td>Kelantan</td>\n",
       "      <td>290</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7203</th>\n",
       "      <td>2021-04-19</td>\n",
       "      <td>Melaka</td>\n",
       "      <td>27</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7204</th>\n",
       "      <td>2021-04-19</td>\n",
       "      <td>Negeri Sembilan</td>\n",
       "      <td>91</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "           date            state  cases_new\n",
       "7200 2021-04-19            Johor        115\n",
       "7201 2021-04-19            Kedah         48\n",
       "7202 2021-04-19         Kelantan        290\n",
       "7203 2021-04-19           Melaka         27\n",
       "7204 2021-04-19  Negeri Sembilan         91"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df = pd.read_csv(url_cases, usecols=['date','state','cases_new'], parse_dates=['date'])\n",
    "# df.state = df.state.replace(mergeKV)\n",
    "df = df.groupby(['date','state']).sum().reset_index()\n",
    "df = df[df.date.dt.date >= date(2021,4,19)] # start of Phase 2 vax\n",
    "dfIsComplete(df)\n",
    "\n",
    "df.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "0cd44be6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x1080 with 16 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "states = list(df.state.unique())\n",
    "\n",
    "plt.rcParams[\"font.family\"] = \"monospace\"\n",
    "plt.rcParams.update({'font.size': 16})\n",
    "figure, axes = plt.subplots(4,4, figsize=(30,30),sharey=True)\n",
    "figure.set_size_inches([15,15],forward=True)\n",
    "figure.suptitle('COVID-19 Case Trends')\n",
    "axe = axes.ravel()\n",
    "\n",
    "i = 0\n",
    "for s in states:\n",
    "    temp = df.copy()\n",
    "    temp = temp[temp.state == s]\n",
    "    temp.cases_new = (temp.cases_new - temp.cases_new.min()) / (temp.cases_new.max() - temp.cases_new.min()) * 100\n",
    "    temp['cases_new_ma'] = temp['cases_new'].rolling(window=7).mean()\n",
    "    temp = temp.dropna(how='any')\n",
    "\n",
    "    temp['cases_new'].plot(ax=axe[i], legend=None, color='black', linewidth =0.5, alpha = 0.5)\n",
    "    temp['cases_new_ma'].plot(ax=axe[i], legend=None, color='black')\n",
    "    \n",
    "    axe[i].set_title(s)\n",
    "    i += 1\n",
    "\n",
    "plt.setp(axes, xticks=[], yticks=[])\n",
    "# axes.flat[-1].set_visible(False)\n",
    "figure.tight_layout()\n",
    "figure.subplots_adjust(top=0.91)\n",
    "\n",
    "plt.savefig('charts/charts_0_casetrends.png',pad_inches = 0)\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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